Holonic multilevel simulation of complex systems: Application to real-time pedestrians simulation in virtual urban environment

Simulation Modelling Practice and Theory - Tập 16 Số 10 - Trang 1659-1676 - 2008
Nicolas Gaud1, Stéphane Galland1, Franck Gechter1, Vincent Hilaire1, Abderrafìâa Koukam1
1Multiagent Systems and Applications Group, Systems and Transport Laboratory, University of Technology of Belfort–Montbéliard, 90010 Belfort Cedex, France

Tóm tắt

Từ khóa


Tài liệu tham khảo

S. Ali, R. Zimmer, C. Elstob, The question concerning emergence: implications for artificiality, Conference on Computing Anticipatory Systems, 1998.

Allen, 1997

R. Axtell, Effects of interaction topology and activation regime in several multi-agent systems, The Second Workshop on Multi Agent Based Simulation, vol. 1979 of LNAI, 2000.

T. Balch, Hierarchic social entropy: an information theoretic measure of robot group diversity, Autonomous Robots, vol. 8, 2000.

J.S. Baras, X. Tan, Control of autonomous swarms using gibbs sampling, 43rd IEEE Conference on Decision and Control, Bahamas, 2004.

G. Beurier, O. Simonin, J. Ferber, Model and simulation of multi-level emergence, 11ème JFSMA, 2003.

M. Bierlaire, G. Antonini, M. Weber, Behavioral dynamics for pedestrians, 10th Conference on Travel Behavior Research, Elsevier, 2003.

A. Bretagnolle, E. Daud, D. Pumain, From theory to modelling: urban systems as complex systems, Cybergeo, 13th European Colloquium on Quantitative and Theoretical Geography 335.

Brogan, 2002, Simulation Level of Detail for Multiagent Control

Brussel, 1998, Reference architecture for holonic manufacturing systems: PROSA, Computers in Industry, 37, 255, 10.1016/S0166-3615(98)00102-X

H. Bürckert, K. Fischer, G.Vierke, Transportation scheduling with holonic MAS – the teletruck approach, Conference on Practical Applications of Intelligent Agents and Multiagent, 1998.

W. Burghout, H. Koutsopoulos, I. Andrasson, Hybrid mesoscopic–microscopic traffic simulation, Transportation Research Record, World Conference on Transportation Research CTR2005, vol. 01, 2005.

S. Chenney, O. Arikan, D. Forsyth, Proxy simulations for efficient dynamics, Eurographics, Short Presentations, 2001.

Chenney, 1997, View-dependent culling of dynamic systems in virtual environments

R. Conte, N. Gilbert, Introduction: computer simulation for social theory, Artificial Societies – the Computer Simulation of Social Life, UCL Press, 1995, pp. 1–18.

J. Contet, F. Gechter, P. Gruer, A. Koukam, Physics inspired multiagent model for vehicle platooning, International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2007.

Cossentino, 2007, A holonic metamodel for agent-oriented analysis and design, 4659

Davidsson, 1979

S. Donikian, Multilevel modelling of virtual urban environments for behavioural animation, Computer Animation’97, 1997.

Drogoul, 1994, Multi-agent simulation as a tool for modeling societies: application to social differentiation in ant colonies, Artificial Social Systems, 830, 3

J. Ferber, J. Müller, Influences and reactions: a model of situated multiagent systems, Second International Conference on Multi-Agent Systems, 1996.

Fishwick, 1997, Computer simulation: growth through extension, Transactions of the Society for Computer Simulation International, 14, 13

N. Gaud, S. Galland, A. Koukam, Visual perception for virtual agents: application to a pedestrian simulation, Virtual Reality for Industrial Applications Workshop of Virtual Concept Conference, Compiègne, France, 2004.

N. Gaud, Holonic Multiagent Systems: From the Analysis to the Implementation. Metamodel, Methodology and Multilevel simulation, Ph.D. thesis, University of Technology of Belfort–Montbéliard, Belfort, France, December 2007.

C. Gerber, J.H. Siekmann, G. Vierke, Holonic Multi-Agent Systems, Technical Report DFKI-RR-99-03, DFKI – GmbH, May 1999.

S. Ghosh, On the concept of dynamic multi-level simulation, The 19th Annual Symposium on Simulation, Tampa, Florida, USA, 1986.

C. Gloor, D. Cavens, E. Lange, K. Nagel, W. Schmid, A Pedestrian Simulation for Very Large Scale Applications, December 2003.

C. Gloor, P. Stucki, K. Nagel, Hybrid techniques for pedestrian simulations, 4th Swiss Transport Research Conference STRC, 2004.

Helbing, 2000, Simulating dynamical features of escape panic, Nature, 407, 487, 10.1038/35035023

F. Heylighen, Self-organization, emergence and the architecture of complexity, The First European Conference on System Science, 1989.

Hoogendoorn, 2001, State-of-the-art of vehicular traffic flow modelling, Special Issue on Road Traffic Modelling and Control of the Journal of Systems and Control Engineering, 215, 283

Jiang, 1999, SimPed: simulating pedestrian flows in a virtual urban environment, Journal of Geographic Information and Decision Analysis, 3, 21

K. Kim, Multi-level distributed real-time simulation based on the TMO modeling, Transactions of the Society for Design and Process Science, vol. 5, SDPS, USA, 2001, pp. 107–121.

A. Koestler, The Ghost in the Machine, Hutchinson, 1967.

B. Lawson, S. Park, Asynchronous time evolution in an artificial society mode, Journal of Artificial Societies and Social Simulation 3 (1). Available at http://jasss.soc.surrey.ac.uk/3/1/2.html.

L. Magne, S. Rabut, J.-F. Gabard, Towards an hybrid macro-micro traffic flow simulation model, INFORMS Conference, 2000.

Martinas, 2004, Neumannian economy in multi-agent approach. Investigation of stability instability in economic growth, Interdisciplinary Description of Complex Systems, 2, 70

F. Maturana, Metamorph: an Adaptive Multi-Agent Architecture for Advanced Manufacturing Systems, Ph.D. thesis, The University of Calgary, 1997.

Michel, 2001, Generic simulation tools based on MAS organization

F. Michel, Formalism, Tools and Methodological Elements for the Modeling and Simulation of Multi-Agents Systems, Ph.D. Thesis, LIRMM, Montpellier, France, December 2004.

J. Müller, H. Parunak, Multi-agent systems and manufacturing, IFAC/INCOM’98, 1998.

S.R. Musse, D. Thalmann, Hierarchical model for real time simulation of virtual human crowds, IEEE Transactions on Visualization and Computer Graphics 7 (2001).

Odell, 2002, Modeling agents and their environment, Agent-Oriented Software Engineering (AOSE), III, 16

H. Parunak, S. Brueckner, Entropy and self-organization in multi-agent systems, Autonomous Agents, 2001.

G. Pettinaro, I. Kwee, L. Gambardella, Acceleration of 3D dynamics simulation of s-bot mobile robots using multi-level model switching, Technical Report IDSIA-20-03, IDSIA/USI-SUPSI, Switzerland, November 2003.

Pun-Cheng, 2000, A new face-entity concept for modeling urban morphology, Journal of Urban and Regional Information Systems Association, 12, 47

Reynolds, 1999, Steering behaviors for autonomous characters

S. Rodriguez, V. Hilaire, A. Koukam, Towards a methodological framework for holonic multi-agent systems, Workshop of Engineering Societies in the Agents World, 2003.

Schwabacher, 1998, Multilevel simulation and numerical optimization of complex engineering designs, AIAA Journal of Aircraft, 35, 1

D. Servat, E. Perrier, J. Treuil, A. Drogoul, When agents emerge from agents: introducing multi-scale viewpoints in multi-agent simulations, MABS’98, Paris, France, 1998.

F. Tecchia, C. Loscos, R. Conroy, Y. Chrysanthou, Agent behaviour simulator (abs): a platform for urban behaviour development, GTEC’2001, 2001.

K. Teknomo, Y. Takeyama, H. Inamura, Review on microscopic pedestrian simulation model, Japan Society of Civil Engineering Conference, Morioka, Japan, 2000.

K. Teknomo, Y. Takeyama, H. Inamura, Microscopic pedestrian simulation model to evalute lane-like segregation of pedestrian crossing, Infrastructure Planning Conference, vol. 24, Kouchi, Japan, 2001.

Troitzsch, 1996, Multilevel simulation

M. Ulieru, A. Geras, Emergent holarchies for e-health applications: a case in glaucoma diagnosis, IEEE IECON’02, vol. 4, 2002.

J. Vaario, Ogata N. Shimohara, Modeling adaptative self-organization, The International Conference on Artificial Life IV, 1994.

F. Van Aeken, Les Systèmes Multi-Agents Minimaux, Ph.D. Thesis, Leibniz/IMAG, Institut National Polytechnique de Grenoble – INPG, 1999.

D. Weyns, T. Holvoet, Formal model for situated multi-agent systems, in: B. Dunin-Keplicz, R. Verbrugge (Eds.), Formal Approaches for Multi-agent Systems, Special Issue of Fundamenta Informaticae, vol. 63(2–3), 2004, pp. 125–158.

D. Weyns, A. Omicini, J. Odell, Environment as a first-class abstraction in multiagent systems, JAAMAS 14 (1).

2006, 3830

A. Ziliaskopoulos, J. Zhang, H. Shi, Hybrid mesoscopic–microscopic traffic simulation model: design, implementation, and computational analysis, Transportation Research Board 85th Annual Meeting, 2006.